ORALYA
ENFR

Health deeptech · Dental imaging

A complete oral check-up in under 20 minutes, with the equipment already in dental practices.

Two imaging methods practices already use every day, never analysed together: the 2D panoramic X-ray and the 3D intraoral scan.

Dr Franck Decup · Chief Executive OfficerDentist · Associate Professor and hospital practitioner, Université Paris Cité and AP-HP · founder of the ReCoL network
Charlotte Mailhat · PresidentPhD, MBA · Clinical trials and GCP · Health data regulation
Félix Decup · Chief Operating OfficerMSc in medical imaging · Operations and partnerships

The problem

3.5 bnpeople worldwide affected by an oral diseaseWHO, 2019
36%of French adults have active cariesRestoData, 2022
44%of treated teeth fail: recurrence, fracture, marginal defectRestoData, 2022
The signal is already in the practice's images. Nobody uses it.

More than 500 parameters to assess, far beyond the time a consultation allows. Diagnosis stops at the reason for the visit: dentists treat instead of preventing. The bottleneck isn't expertise, it's time.

The solution · multimodal fusion

2D panoramic X-ray
3D intraoral scan
What 2D shows

Bone structures, interproximal caries, endodontic status, periapical lesions.

What the fusion delivers

Detection and staging of anomalies, then a complete, structured report for dentists and patients.

What 3D shows

Crown surfaces, tooth wear, quality of restorations, occlusal morphology.

Existing solutions use a single imaging method and target one condition at a time. None delivers a full check-up.

What changes, and for whom

Dentists

  • Initial check-up in under 20 min
  • Decision support
  • Clearer patient communication

Patients

  • Whole-mouth diagnosis
  • Stronger prevention
  • Long-term follow-up

Public health

  • Epidemiological data
  • Lower treatment costs
  • Better-targeted prevention

Manufacturers & insurers

  • More value from equipment
  • Aggregated data for R&D
  • Risk management

Our edge

Paired data.

A 2D/3D image base annotated with ICDAS, BEWE and DMFT, quality-checked and ready for training.

Built-in expertise.

Annotated by university hospital dentists: the quality of the labels drives the model's performance.

The ReCoL network.

More than 800 dentists in private practice for validation and deployment.

Frictionless adoption.

No new hardware: ORALYA runs on the equipment practices already own.

Where we are

DoneAnnotated image base built and ready · two-modality concept defined · technical partner identified.
Next to fundTraining and validating the algorithms, filing the patent.

Roadmap

M0 → M18

Algorithm R&D

Data preparation, supervised training, software specifications, patent filing.

Expected results: Caries sensitivity ≥ 85%, AUC ≥ 0.90, patent filed.

M18 → M30

Clinical pilot & software

Testing with 50+ ReCoL investigators, user interface and links to practice software, class IIa medical device file.

Expected results: Check-up time cut by 30%, CE marking under way.

M30 +

Commercial launch

SaaS subscription launch, manufacturer partnerships, expansion across Europe.

Expected results: First subscribing practices and signed OEM agreements.

Contact

Partners and investors, contact us to receive our detailed presentation.

contact@oralyalabs.com